CS 4803/8803: Personal Health Informatics




Topics
Readings
Group Project
Assignm.
Discussion
Week 1 Class Intro
Aug 23

          PHI Models
          Aug 25

        •   A Stage-based Model of Personal Informatics Systems by Li et al. In Proc. ACM CHI 2010
        •   A lived informatics model of personal informatics by Epstein et al. In Proc. ACM Ubicomp 2015

        • Group
          Project

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              Week 2 Collection
              Aug 30

            • Semi-Automated Tracking by Choe et al. In IEEE Pervasive Computing 2017
              • Optional Readings:
            • Understanding quantified-selfers' practices in collecting and exploring personal data by Choe et al. In Proc. ACM CHI 2014
            • TummyTrials: A Feasibility Study of Using Self-Experimentation to Detect Individualized Food Triggers. by Karkar et al. In Proc. ACM CHI 2017

            • Team
              Announce

              • Presentation
                Sign-up (Grads)

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                  Integration
                Sep 1

              • Visual Analysis of Relationships between Behavioral and Physiological Sensor Data by Kim et al. In Proc. IEEE ICHI 2015

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                Week 3 Reflection
                Sep 6

              • Understanding My Data, Myself: Supporting Self-Reflection with Ubicomp Technologies by Li et al. In Proc. ACM Ubicomp 2011
              • Understanding Self-Reflection by Choe et al. In Proc. ACM PervasiveHealth 2017

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              • D1 Due
                •   Reflection
                Sep 8

              • [*D1] Health Mashups: Presenting statistical patterns between wellbeing data and context in natural language to promote behavior change. by Bentley et al. In ACM Transactions on Computer-Human Interaction (TOCHI) 2013
                • Optional Readings:
              • Reflective Informatics by Baumer In Proc. ACM CHI 2015

              • Group
                Ideation Due
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                Week 4 Reflection
                Sep 13

              • Understanding My Data, Myself: Supporting Self-Reflection with Ubicomp Technologies by Li et al. In Proc. ACM Ubicomp 2011
              • Understanding Self-Reflection by Choe et al. In Proc. ACM PervasiveHealth 2017

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              • D2 Due
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                  Visualization
                Sep 15

              • [*D2] Expanding Explainability: Towards Social Transparency in AI systems In Proc. ACM CHI 2021

              • A1 Due
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                Week 5 Class Activity
                Sep 20

              • Enriched Social Translucence in Medical Crowdfunding by Kim et al. In Proc. ACM DIS 2020
              • Understanding identity presentation in medical crowdfunding by Kim et al. In Proc. ACM CHI 2018
              • "Not by Money Alone" Social Support Opportunities in Medical Crowdfunding Campaigns by Kim et al. In Proc. ACM CSCW 2017

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                  Group Project
                Sep 22

              • Proposal Feedback

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                Week 6 Group Project
                Sep 27 & 29

              • Project Proposal Presentations

              • Proposal Due (Sep 27)
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                Week 7 Behavior Change (Reward)
                Oct 4

              • Fish’n’Steps: Encouraging Physical Activity with an Interactive Computer Game. by Lin et al. In International conference on Ubiquitous Computing 2006

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                • D3 Due
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                    Behavior Change (Reward)
                  Oct 6

                • [*D3] Designing Ambient Narrative-Based Interfaces to Reflect and Motivate Physical Activity by Murnane et al. In Proc. ACM CHI 2020
                • Finding the Adaptive Sweet Spot: Balancing Compliance and Achievement in Automated Stress Reduction. by Konrad et al. In Proc. ACM CHI 2015

                • Proposal Revision Due
                • D4 Due
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                  Week 8 Behavior Change (Framing)
                  Oct 11

                • [D4*] TimeAware: Leveraging Framing Effects to Enhance Personal Productivity. by Kim et al. In Proc. ACM CHI 2016
                • Persuasive Performance Feedback: The Effect of Framing on Self-Efficacy by Choe et al. In Proc. AMIA Annual Symposium Proceedings 2013

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                    Sharing: Patients
                  Oct 13

                • Social uses of personal health information within PatientsLikeMe, an online patient community: what can happen when patients have access to one another’s data by Frost et al. In Journal of Medical Internet Research 2008

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                • D5 Due
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                  Week 9 No Class
                  Oct 18

                • Attending CSCW Conference

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                    Sharing: Human-AI Collaboration
                  Oct 20

                • [D5*] “Hello AI”: Uncovering the Onboarding Needs of Medical Practitioners for Human–AI Collaborative Decision-Making by Cai et al. In Proc. CSCW 2019

                • Progress
                  Report 1 Due
                • D6 Due
                  • Week 10 Sharing: Patients vs. Friends
                  Oct 25

                • [*D6] It's not that I don't have problems, I'm not just putting them on Facebook: Challenges and Opportunities in Using Online Social Networks for Health by Newman et al. In Proc. ACM CSCW 2011

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                • D7 Due
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                    Sharing: Friends
                  Oct 27

                • [*D7] Personal Informatics in Interpersonal Contexts: Towards the Design of Technology that Supports the Social Ecologies of Long-Term Mental Health Management. by Murane et al. In Proc. ACM CSCW 2018
                • When Personal Tracking Becomes Social: Examining the Use of Instagram for Healthy Eating. by Chung et al. In Proc. ACM CHI 2017

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                  Week 11 Social Support
                  Nov 1

                • [D8*] Human–AI collaboration enables more empathic conversations in text-based peer-to-peer mental health support by Sharma et al. In Nature Machine Intelligence 2023

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                • A2 Due
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                • D8 Due
                  •   Individual Project
                  Nov 3

                • Individual Project Presentations

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                  Week 12 Individual Project
                  Nov 8

                  Individual Project Presentations

                • Progress
                  Report 2 Due
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                    Project Feedback
                  Nov 10

                • Group Porject Feedback

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                • D9 Due
                  • Week 13 Social Support
                  Nov 15

                • [D9*] TalkingBoogie: Collaborative Mobile AAC System for Non-verbal Children with Developmental Disabilities and Their Caregivers. by Shin et al. In Proc. ACM CHI 2020

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                • D10 Due
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                    AI in Public Health Interventions
                  Nov 17

                • [D10*] Understanding the Benefits and Challenges of Deploying Conversational AI Leveraging Large Language Models for Public Health Intervention by SkSchroeder et al. In Proc. ACM CHI 2023

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                  Week 14 Break
                  Nov 22 & 24

                • Enjoy your break!

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                    Week 15 Group Project
                    Nov 29 & Dec 1

                  • Final Presentations

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                    Week 16 Group Project
                    Dec 6 & 8

                  • Recap & Final Paper Writing

                  • Final Paper
                    Due
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